This week, Anna Rose (https://twitter.com/annarrose) and Tarun Chitra (https://twitter.com/tarunchitra) dive back into the topic of ZK ML with guests Yi Sun (https://twitter.com/theyisun), co-founder of Axiom (https://www.axiom.xyz/), and Daniel Kang (https://twitter.com/daniel_d_kang), Assistant Professor of computer science at UIUC (https://cs.illinois.edu/about/people/faculty/ddkang). They discuss Yi and Daniel’s previous academic work and what led them to get interested in ZK topics and specifically ZK ML. They then dive into a discussion about 2 recent papers which examine the use of ZK within Machine Learning architectures.
Here are some additional links for this episode:
Episode 246: Adversarial Machine Learning Research with Florian Tramèr (https://zeroknowledge.fm/246-2/)
Trustless Verification of Machine Learning (https://ddkang.github.io/blog/2022/10/18/trustless/)
Efficient Verifiable Image Redacting based on zk-SNARKs (https://dl.acm.org/doi/10.1145/3433210.3453110)
ZK-IMG: Attested Images via Zero-Knowledge Proofs to Fight Disinformation (https://arxiv.org/abs/2211.04775)
Scaling up Trustless DNN Inference with Zero-Knowledge Proofs (https://arxiv.org/abs/2210.08674)
Yi Sun’s Profile (https://yisun.io/)
Daniel Kang’s Profile (https://ddkang.github.io/)
Find out more about zkSummit9 here: zksummit.com (https://www.zksummit.com/).
Apply for ZK Hack Lisbon here: ZK Hack application (https://xng1lsio92y.typeform.com/zkhacklisbon?typeform-source=zkhack.dev)
Aleo (https://www.aleo.org/) is a new Layer-1 blockchain that achieves the programmability of Ethereum, the privacy of Zcash, and the scalability of a rollup.
Interested in building private applications? Check out Aleo’s programming language called Leo by visiting http://developer.aleo.org (https://developer.aleo.org/getting_started/).
You can also participate in Aleo’s incentivized testnet3 by downloading and running a snarkOS node. No sign-up is necessary to participate.
For questions, join their Discord at aleo.org/discord (https://discord.com/invite/aleohq).
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